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Evaluation of photoshop based image analysis in cytologic diagnosis of pleural fluid in comparison with conventional modalities

机译:基于Photoshop基于图像分析的胸腔渗透性诊断与常规方式的评价

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Background The aim of this study is to investigate and compare the results of digital image analysis in pleural effusion cytology samples with conventional modalities. Materials and Methods In this cross‐sectional study, 53 pleural fluid cytology smears from Qaem hospital pathology department, located in Mashhad, Iran were investigated. Prior to digital analysis, all specimens were evaluated by two pathologists and categorized into three groups as: benign, suspicious, and malignant. Using an Olympus microscope and Olympus DP3 digital camera, digital images from cytology slides were captured. Appropriate images ( n ?=?130) were separately imported to Adobe Photoshop CS5 and parameters including area and perimeter, circularity, Gray Value mean, integrated density, and nucleus to cytoplasm area ratio were analyzed. Results Gray Value mean, nucleus to cytoplasm area ratio, and circularity showed the best sensitivity and specificity rates as well as significant differences between all groups. Also, nucleus area and perimeter showed a significant relation between suspicious and malignant groups with benign group. Whereas, there was no such difference between suspicious and malignant groups. Conclusion We concluded that digital image analysis is welcomed in the field of research on pleural fluid smears as it can provide quantitative data to apply various comparisons and reduce interobserver variation which could assist pathologists to achieve a more accurate diagnosis.
机译:背景技术本研究的目的是通过常规方式研究和比较胸腔积液细胞学样本中的数字图像分析结果。在伊朗,伊朗,伊朗的QAEM医院病理部53次横截面研究中的材料和方法,来自QAEM医院病理部门的血清液细胞学涂片。在数字分析之前,所有标本由两位病理学家评估,并分为三组:良性,可疑和恶性。使用奥林巴斯显微镜和奥林巴斯DP3数码相机,捕获来自细胞学幻灯片的数字图像。分析了适当的图像(n?=α130),分别对Adobe PhotoShop CS5和参数,包括区域和周长,圆形度,灰度值均值,集成密度和细胞核对细胞质面积比的参数。结果灰度值意味着细胞质面积比,圆形度和圆形度显示出最佳敏感性和特异性率以及所有群体之间的显着差异。此外,核心区域和周边显示出与良性组织的可疑和恶性群体之间的重要关系。而可疑和恶性群体之间没有这样的差异。结论我们得出结论,在胸腔流体涂抹的研究领域欢迎数字图像分析,因为它可以提供定量数据,以应用各种比较并减少Interobserver变异,可以帮助病理学家实现更准确的诊断。

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